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AgentBaiting: Targeting Claude Code, Gemini, and ChatGPT via Fake AI Skills

AgentBaiting is a strategic environmental poisoning campaign, part of the larger "FakeGit" operation, targeting agentic AI frameworks including Claude Code, Gemini, and ChatGPT. Attackers leverage malicious Model Context Protocol (MCP) servers and fraudulent AI "skills" to deceive agents into installing malware or executing unauthorized remote commands. The attack surface is expanded via "Hallusquatting"—registering domains that match AI-generated hallucinations—and "Agent Data Injection," utilizing poisoned GitHub comments and product reviews to manipulate agent decision-making. Researchers have identified approximately 7,600 malicious GitHub repositories, with over 800 specifically masquerading as AI tools to facilitate remote code execution (RCE) and unauthorized system access.


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